General Erased-Word Processes: Product-Type Filtrations, Ergodic Laws and Martin Boundaries
Probability
2019-03-27 v2
Abstract
We study the dynamics of erasing randomly chosen letters from words by introducing a certain class of discrete-time stochastic processes, general erased-word processes(GEWPs), and investigating three closely related topics: Representation, Martin boundary and filtration theory. We use de Finetti's theorem and the random exchangeable linear order to obtain a de Finetti-type representation of GEWPs involving induced order statistics. Our studies expose connections between exchangeability theory and certain poly-adic filtrations that can be found in other exchangeable random objects as well. We show that ergodic GEWPs generate backward filtrations of product-type and by that generalize a result by S.Laurent.
Keywords
Cite
@article{arxiv.1712.00384,
title = {General Erased-Word Processes: Product-Type Filtrations, Ergodic Laws and Martin Boundaries},
author = {Julian Gerstenberg},
journal= {arXiv preprint arXiv:1712.00384},
year = {2019}
}
Comments
Revised version